ALB and Abnormal renal physiology: SHAP-based interpretation revealed that higher APACHE II scores, lower albumin levels, prolonged ICU stays, use of vasoactive agents, renal dysfunction markers (BUN, creatinine), and coagulation abnormalities (APTT) were the most influential predictors of mortality.